Using circulating CD34+ cells from HD and untreated patients with SCA, we combined transcriptomic, phenotypic, and functional approaches to reveal abnormal myeloid features of SCA HSPCs. Here, CD34 is linked to autosomal dominant cerebellar ataxia.